Natural Farming Practices for Chemical-Free Agriculture: Implications for Crop Yield and Profitability
Abstract
:1. Introduction
2. Materials and Methods
2.1. Outline of the Research
2.2. Study Area Description
2.3. Demographic Characteristics
3. Results and Discussion
3.1. Results
3.1.1. Adoption of Natural Farming
3.1.2. Yield Variation
3.1.3. Benefit–Cost Analysis of Natural Farming
3.1.4. Benefits Perceived by NF Farmers
3.1.5. Awareness among Non-NF Farmers
3.1.6. Reasons for Non-Adoption among Non-NF Farmers
3.2. Discussion
3.3. Limitations
4. Conclusions and Recommendations
4.1. Conclusions
4.2. Recommendations
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Yield (q/ha) | ||||||||
---|---|---|---|---|---|---|---|---|
n | Mean | Std. Deviation | Std. Error | 95% Confidence Interval for Mean | Minimum | Maximum | ||
Lower Bound | Upper Bound | |||||||
Non-NF | 11 | 5.40 | 3.96 | 1.19 | 2.74 | 8.06 | 1.25 | 11.67 |
NF without FYM | 26 | 3.77 | 2.51 | 0.49 | 2.75 | 4.78 | 0.83 | 10.00 |
NF with FYM | 8 | 6.40 | 3.18 | 1.12 | 3.75 | 9.06 | 0.37 | 10.00 |
Total | 45 | 4.64 | 3.15 | 0.47 | 3.69 | 5.58 | 0.37 | 11.67 |
ANOVA | ||||||||
Sum of Squares | df | Mean Square | F | Sig. | ||||
Between Groups | 50.95 | 2 | 25.48 | 2.778 | 0.074 | |||
Within Groups | 385.23 | 42 | 9.17 | |||||
Total | 436.18 | 44 | ||||||
Post Hoc Tests (Tukey HSD) | Dependent Variable: Yield(q/ha) | |||||||
(I) Group | (J) Group | Mean Difference (I–J) | Std. Error | Sig. | 95% Confidence Interval | |||
Lower Bound | Upper Bound | |||||||
Non-NF | NF without FYM | 1.63 | 1.09 | 0.301 | −1.01 | 4.28 | ||
NF with FYM | −1.00 | 1.41 | 0.759 | −4.42 | 2.42 | |||
NF without FYM | Non-NF | −1.63 | 1.09 | 0.301 | −4.28 | 1.01 | ||
NF with FYM | −2.63 | 1.22 | 0.092 | −5.61 | 0.34 | |||
NF with FYM | Non-NF | 1.00 | 1.41 | 0.759 | −2.42 | 4.42 | ||
NF without FYM | 2.63 | 1.22 | 0.092 | −0.34 | 5.61 |
Yield (q/ha) | ||||||||
---|---|---|---|---|---|---|---|---|
n | Mean | Std. Deviation | Std. Error | 95% Confidence Interval for Mean | Minimum | Maximum | ||
Lower Bound | Upper Bound | |||||||
Non-NF | 22 | 56.08 | 11.84 | 2.52 | 50.83 | 61.33 | 37.50 | 80.00 |
NF without FYM | 16 | 38.78 | 9.38 | 2.35 | 33.78 | 43.78 | 20.00 | 50.00 |
NF with FYM | 26 | 51.92 | 15.66 | 3.07 | 45.60 | 58.25 | 20.00 | 75.00 |
Total | 64 | 50.07 | 14.54 | 1.82 | 46.43 | 53.70 | 20.00 | 80.00 |
ANOVA | ||||||||
Sum of Squares | df | Mean Square | F | Sig. | ||||
Between Groups | 2924.66 | 2 | 1462.33 | 8.584 | 0.001 | |||
Within Groups | 10,391.74 | 61 | 170.36 | |||||
Total | 13,316.40 | 63 | ||||||
Post Hoc Tests (Tukey HSD) | Dependent Variable: Yield(q/ha) | |||||||
(I) Group | (J) Group | Mean Difference (I–J) | Std. Error | Sig. | 95% Confidence Interval | |||
Lower Bound | Upper Bound | |||||||
Non-NF | NF without FYM | 17.30 * | 4.29 | 0.000 | 7.00 | 27.61 | ||
NF with FYM | 4.16 | 3.78 | 0.518 | −4.93 | 13.24 | |||
NF without FYM | Non-NF | −17.30 * | 4.29 | 0.000 | −27.61 | −7.00 | ||
NF with FYM | −13.15 * | 4.15 | 0.007 | −23.11 | −3.18 | |||
NF with FYM | Non-NF | −4.16 | 3.78 | 0.518 | −13.24 | 4.93 | ||
NF without FYM | 13.15 * | 4.15 | 0.007 | 3.18 | 23.11 |
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State | District | No. of Villages Covered | NF-Adopted Farmers | Non-NF Adopted Farmers | Total Sample Farmers |
---|---|---|---|---|---|
Andhra Pradesh | Vishakhapatnam | 5 | 60 | 30 | 90 |
Vizianagaram | 5 | 60 | 30 | 9 | |
Karnataka | Mandya | 10 | 32 | 24 | 56 |
Ramanagara | 8 | 7 | 10 | 17 | |
Tumakuru | 11 | 16 | 16 | 32 | |
Maharashtra | Parbhani | 6 | 60 | 30 | 90 |
Hingoli | 7 | 60 | 30 | 90 | |
Total sample size | 52 | 295 | 170 | 465 |
Particulars | Andhra Pradesh | Karnataka | Maharashtra |
---|---|---|---|
Districts under study | Vishakhapatnam, Vizianagaram | Mandya, Ramanagara, Tumakuru | Parbhani, Hingoli |
Annual rainfall (mm) | 1100–1200 mm | 580–720 | 945–960 |
Main irrigation source | Tank and canal | Borewell and canal | Canal |
Soil type | Red clay, sandy loam, clay laom, loamy, coastal sandy | Black, red, sandy, and sandy loam soil | Deep black, shallow soil |
Major crops | Paddy, sugarcane, black gram, green gram, groundnut, finger millet, mango, vegetables | Paddy, sugarcane, horse gram, cowpea, groundnut, finger millet, mango, vegetables | Soybean, cotton, sorghum, pigeon pea, green gram, black gram, chickpea, vegetables |
Andhra Pradesh | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
Particulars | Paddy | Sugarcane | Black Gram | |||||||
NF | As % of Non-NF | NF | As % of Non-NF | NF | As % of Non-NF | |||||
No. of sample farmers | 118 | 59 | 35 | 6 | 22 | 6 | ||||
Material costs (INR/ha) | 9050 | 84.82 | 26,780 | 95.53 | 856.62 | 39.10 | ||||
Operational costs (INR/ha) | 25,960 | 98.51 | 39,473 | 89.44 | 6525 | 58.46 | ||||
Total variables cost (INR/ha) | 35,011 | 94.56 | 66,253 | 91.81 | 7382 | 55.28 | ||||
Yield (q/ha) | 53 | 104.2 | 65 | 88.63 | 4.5 | 81.82 | ||||
Market price (INR/q) | 1525 | 112 | 2480 | 99.2 | 3765 | 104.58 | ||||
B:C ratio | 2.3 | 123.4 | 2.43 | 95.79 | 2.29 | 154.44 | ||||
Karnataka | ||||||||||
Particulars | Paddy | Sugarcane | Finger millet | |||||||
NF | As % of Non-NF | NF | As % of Non-NF | NF | As % of Non-NF | |||||
No. of sample farmers | 42 | 22 | 18 | 14 | 15 | 23 | ||||
Material costs (INR/ha) | 4031 | 23.72 | 11,638 | 45.53 | 2314 | 25.73 | ||||
Operational costs (INR/ha) | 17,491 | 91.66 | 28,914 | 92.36 | 17,688 | 97.48 | ||||
Total variables cost (INR/ha) | 21,522 | 59.66 | 40,552 | 71.31 | 20,002 | 73.71 | ||||
Yield (q/ha) | 47 | 83.65 | 103 | 103.48 | 38 | 134.9 | ||||
Market price (INR/q) | 3945 | 264.51 | 5200 | 198.7 | 3700 | 153.14 | ||||
B:C ratio | 8.6 | 370.69 | 13.2 | 270.7 | 6.97 | 279.91 | ||||
Maharashtra | ||||||||||
Particulars | Soybean | Jowar | Cotton | Turmeric | Chickpea | |||||
NF | As % of Non- NF | NF | As % of Non- NF | NF | As % of Non-NF | NF | As % of Non-NF | NF | As % of Non-NF | |
No. of sample farmers | 61 | 46 | 69 | 33 | 37 | 34 | 57 | 21 | 52 | 23 |
Material costs (INR/ha) | 6838 | 65.6 | 3869 | 55.4 | 6595 | 37.8 | 45,121 | 68.5 | 4905 | 69.6 |
Operational costs (INR/ha) | 12,851 | 105 | 9593 | 102.8 | 19,934 | 115 | 28,468 | 92 | 8241 | 81.2 |
Total variables cost (INR/ha) | 19,689 | 86.9 | 13,462 | 82.5 | 26,529 | 76.2 | 73,589 | 76 | 13146 | 76.4 |
Yield (q/ha) | 19 | 103.6 | 10.5 | 100.8 | 15 | 88.3 | 38 | 93.8 | 15 | 84.9 |
Market price (INR/q) | 3208 | 103.7 | 3091 | 115.1 | 5021 | 101.2 | 5957 | 92.8 | 4576 | 109.8 |
B:C ratio | 3.13 | 123.7 | 2.42 | 140.67 | 2.84 | 117.24 | 3.04 | 114.72 | 4.3 | 122.15 |
Perceived Benefits | Percent Farmers | ||
---|---|---|---|
Andhra Pradesh | Karnataka | Maharashtra | |
Crop yield | |||
High | 81 | 22 | 60 |
Same | 17 | 20 | 16 |
Lower | 2 | 56 | 24 |
Cost of cultivation | |||
High | 1 | 7 | 9 |
Low | 86 | 93 | 91 |
Taste of produce | |||
Better | 91 | 89 | 89 |
Same | 9 | 11 | 11 |
Selling price | |||
High | 22 | 96 | 81 |
Same | 69 | 4 | 19 |
Lower | 1 | 0 | 0 |
Sometimes high/low | 8 | 0 | 0 |
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Kumar, R.; Kumar, S.; Yashavanth, B.; Venu, N.; Meena, P.; Dhandapani, A.; Kumar, A. Natural Farming Practices for Chemical-Free Agriculture: Implications for Crop Yield and Profitability. Agriculture 2023, 13, 647. https://doi.org/10.3390/agriculture13030647
Kumar R, Kumar S, Yashavanth B, Venu N, Meena P, Dhandapani A, Kumar A. Natural Farming Practices for Chemical-Free Agriculture: Implications for Crop Yield and Profitability. Agriculture. 2023; 13(3):647. https://doi.org/10.3390/agriculture13030647
Chicago/Turabian StyleKumar, Ranjit, Sanjiv Kumar, BS Yashavanth, Nakeertha Venu, PC Meena, A Dhandapani, and Alok Kumar. 2023. "Natural Farming Practices for Chemical-Free Agriculture: Implications for Crop Yield and Profitability" Agriculture 13, no. 3: 647. https://doi.org/10.3390/agriculture13030647
APA StyleKumar, R., Kumar, S., Yashavanth, B., Venu, N., Meena, P., Dhandapani, A., & Kumar, A. (2023). Natural Farming Practices for Chemical-Free Agriculture: Implications for Crop Yield and Profitability. Agriculture, 13(3), 647. https://doi.org/10.3390/agriculture13030647